CentML @CentML_Inc
We offer optimization solutions for ML Inference and Training. Use our platform to save dramatically for small and gigantic models. centml.ai Toronto, ON Joined July 2022-
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👋 If you're at #GTC24, be sure to check out our talk tomorrow at 11 a.m. PDT on accelerating DNN inference, or stop by for happy hour at 5 p.m. PDT! 💬 Talk: nvidia.com/gtc/session-ca… 🎉 Happy Hour: rsvp.withgoogle.com/events/gradien… Can't wait to meet you and connect! #event #AI…
🤗 Want to supercharge your @huggingface models? DeepView is an open-source profiler that can help you with: ✅ Detailed profiling of models like RoBERTa ✅ Insights into resource utilization and latency ✅ Visualization of performance bottlenecks for better optimization…
📣 If you’re attending @nvidia's GTC conference or are in the San Jose area, don’t miss this opportunity to connect! Join @CentML_Inc, @GradientVC, and @LambdaAPI for a happy hour to unwind and network. Looking forward to meeting you! 📅 When: Mar. 30, 2024 at 5 p.m. PT 🍸…
Tired of slow neural networks? Meet #DeepView, our open-source profiler for PyTorch! 🤩 ✨ Visualize bottlenecks 🔄 Quick iterative profiling 💰 Predict deployment costs Scale with DeepView.Predict for optimal GPU performance. Exciting features like DDP Predictor coming soon!…
🌐 In partnership with CentML, @Oracle has transformed LLM training & inference on OCI. Our collaboration enhanced LLaMa-V2 & Falcon-40B models with NVIDIA A10 GPU—a cost-effective alternative to A100/H100 GPUs. 📈 Read more: centml.ai/maximizing-llm… Book a demo:…
Cut your AI training costs by 36% with CentML! Learn how leveraging NVIDIA V100 GPUs and innovative optimization, you can cut costs and boost efficiency without the need for expensive A100s 📉💡 🔗 Case study: centml.ai/cut-ml-trainin… 📧 Demo: [email protected] #AI…
We're happy to formalize our partnership with @VectorInst. We're looking forward to helping with Vector Institute's mission to advance Canadian #AI research and application to fuel economic growth!
We're happy to formalize our partnership with @VectorInst. We're looking forward to helping with Vector Institute's mission to advance Canadian #AI research and application to fuel economic growth!
Congrats to the U of T community members and startup founders selected for the 2023 #C100Fellows cohort, including @PrivateNLP, @CentML_Inc, @AandKrobotics, @shakudo_io, and more... entrepreneurs.utoronto.ca/founders-of-pr…
New: @CentML_Inc - emerged from stealth today with an aim to help address the worldwide shortage of GPUs for training and inference of generative AI models. venturebeat.com/ai/to-combat-g…
Our own @atkabai is speaking at #TMLS next week. Check out his lightning talk on June 14th. Registration at eventbrite.ca/e/565356425287
Map of the landscape of emerging companies in the #GenerativeAI space.
Map of the landscape of emerging companies in the #GenerativeAI space.
Join our very own Yaoyao Ding as he presents Hidet.org at #TVMCon2023 on March 16th at 2:10pm Pacific Time (or 5:10pm Eastern Time). You can sign up for this talk at tvmcon.org. (via @ApacheTVM @octoml )
We hosted #emergencychatgpthackathon this past Sunday for the new ChatGPT and Whisper APIs. It all came together in just 4 days, but we had 250+ people and 70+ teams demo! Here’s a recap of our winning demos:
Very early map of the LLM space, about 90 mins spent on this ... it'll need 6 hrs more to create an effective map. Week after next, starting 13th Monday - 09:30 to 11:30 GMT Tuesday - 09:30 to 11:30 GMT Wednesday - 09:30 to 11:30 GMT Anyone want to map it? All on zoom.
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With the ex-USSR developers from Kyrgyzstan and Kazakhstan, now in Toronto and Bay Area, @CentML_Inc and @cohere!
Super excited to announce Finetuning LLMs, a short-course made with my friend @AndrewYNg !! 🎉 By importing open-source @LaminiAI core & @huggingface & @PyTorch & @weights_biases, you can: ✅ Gain an expert's intuition behind finetuning* ✅ Understand how finetuning fits in vs.…
New: @CentML_Inc - emerged from stealth today with an aim to help address the worldwide shortage of GPUs for training and inference of generative AI models. venturebeat.com/ai/to-combat-g…
In recognition of Earth Day Vector invited companies & researchers to see how AI can enhance energy efficiency, reduce carbon emissions, & promote sustainable practices across various sectors. TY to Vector speakers Marshall Wang & Vianey Leos Baraja + @CentML_Inc for their demo
NEW on Generative AI: founders building products and features using LLMs are increasingly running into obstacles and roadblocks. We've identified startups solving these "hard problems"—and potentially building billion-dollar businesses in the process: base10.vc/post/generativ…
Deployment, Scalability, & Pre-Training (cont.): @basetenco @ForefrontAI @gooseai_NLP @runpod_io @_segmind @CentML_Inc @brevdev
We hosted #emergencychatgpthackathon this past Sunday for the new ChatGPT and Whisper APIs. It all came together in just 4 days, but we had 250+ people and 70+ teams demo! Here’s a recap of our winning demos:
Very early map of the LLM space, about 90 mins spent on this ... it'll need 6 hrs more to create an effective map. Week after next, starting 13th Monday - 09:30 to 11:30 GMT Tuesday - 09:30 to 11:30 GMT Wednesday - 09:30 to 11:30 GMT Anyone want to map it? All on zoom.
Some simple system level optimization speeds up PyTorch Models 10x times! A short workshop presented by @CentML_Inc github.com/CentML/VectorW…
something else you might notice are the lightning fast processing speeds (esp. compared to our beta) thanks to our GPUs on AWS Lambda servers, which are pretty much just charging my credit card with each call!
Top ML Papers of the Week (Jan 23-29): - MusicLM - ClimaX - Watermark for LLMs - Make-A-Video3D - DetectGPT - Open Problems in Applied Deep Learning ... 1 of 11
Not to call out all the web3 folks, but there’s a stark contrast between web3 and AI. web3 at peak: “all the smartest people are working on it, cool stuff will happen” AI at peak (today): “you can literally perform magic, oh and also all the smartest people are working on it”
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